{"id":"W4404322180","doi":"10.1002/gcc.70007","title":"Differential Expression of Proteins and Genes at the Tumor‐Brain Interface in Invasive Meningioma","year":2024,"lang":"en","type":"article","venue":"Genes Chromosomes and Cancer","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Chulalongkorn University","keywords":"Biology; Meningioma; Immunohistochemistry; Gene; Cancer; Gene expression; Cancer research; Pathology; Immunology; Genetics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007725416,0.000135468,0.000222048,0.00008316532,0.00005880421,0.00003318632,0.00005433516,0.00003563769,0.0003679056],"category_scores_gemma":[0.000008513414,0.00008069283,0.00004166171,0.0001203757,0.00009945355,0.00005189866,0.0002065923,0.00006821385,0.000001868463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004363127,"about_ca_system_score_gemma":0.0000432446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071559,"about_ca_topic_score_gemma":0.00008901667,"domain_scores_codex":[0.9991834,0.00003388856,0.0001926156,0.0002721091,0.0001569441,0.0001610263],"domain_scores_gemma":[0.9996862,0.00004954123,0.0000437518,0.0001486417,0.00001706837,0.00005484511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000135831,0.00002581685,0.008722926,0.0009985173,0.0000755177,0.0002318421,0.002023651,0.000010619,0.9584635,0.0001183539,0.001149429,0.02804398],"study_design_scores_gemma":[0.001012053,0.0002885463,0.01692844,0.001641453,0.0001057201,0.0002018667,0.0007943932,0.0005678806,0.963623,0.0001027307,0.0145512,0.0001826872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302039,0.06763223,0.0000359429,0.001346527,0.00015466,0.0004379431,0.00001332483,0.00001757424,0.0001579699],"genre_scores_gemma":[0.9966141,0.00111871,0.00006267423,0.00004173385,0.0001204782,0.0001483981,0.000005656023,0.0000141339,0.001874112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06651352,"threshold_uncertainty_score":0.4028308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647926804247182,"score_gpt":0.2771156927317531,"score_spread":0.2606364246892813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}